AI Use-Case Value Assessment

Stop funding AI pilots that never pay off.

Most enterprise AI pilots deliver no measurable return. We prove which of your AI use-cases the business and its customers will actually back, before you commit the expensive build, so you scale the winners and stop the rest with confidence.

95%
of enterprise GenAI pilots show no measurable P&L impact (MIT, 2025)
30%+
of GenAI projects abandoned after proof-of-concept (Gartner)
$68M+
generated & saved across our enterprise clients

What you get

A board-ready Executive Bet Portfolio of your AI initiatives, each one scored on how confident you can be it will pay off, and how much real evidence sits behind it. Every bet gets a clear call: fund, prove next, stop, or park , with the evidence to defend it.

How it works

  1. 1

    Assess. We map your live AI initiatives into the portfolio, confidence × evidence.

  2. 2

    Prove. Short, evidence-based tests check real demand on the bets that matter most.

  3. 3

    Decide & track. Rapidly keeps the evidence and the decision in one board-ready view.

The portfolio at a glance

STOP / EXPLAINFUND / SCALEPARKPROVE NEXTCONFIDENCE →EVIDENCE →

Bubble size = value at stake. Run on your real initiatives.

Proof from enterprise clients

$19.3M
Tabcorp, generated + saved
$7.5M+
AGL, saved
3 days
RACQ, stopped a multimillion idea
4,000+
experiments run

See where your AI bets really stand.

A 20-minute briefing. We look at your initiatives, the evidence behind them, and whether an assessment is a useful next step. No pitch.

Book a briefing
Method built at Google · taught at StanfordIndependent, we don't build your AIexponentially.com